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GH Repository · benmaster82

Kwipu

Ask questions across your Markdown notes using a fully local Graph RAG engine. Built for Obsidian vaults, works with any folder of Markdown files. Extracts entity-relation triples from wikilinks & YAML frontmatter, retrieves answers via hybrid search (vector + BM25 + temporal). Multilingual. No cloud. Runs on Ollama.

stars
607
30-day movement
+10535/day
Related entries
60
Connections
1
Pythonmcpclaude-codeofflineobsidian-vaultobsidian-notesgraph-ragpythonllmnatural-languageobsidianmdembeddingsragrag-chatbotterminal-uioffline-firstllama-indexhelp-wantedknowledge-graphollamamarkdown
Role
rag
Language
Python
Licence
MIT
Forks
60
Open issues
1
Last push
2026-09-07